{"id":"https://openalex.org/W2047279229","doi":"https://doi.org/10.1109/fuzz-ieee.2012.6251160","title":"Application of neuro-fuzzy pattern recognition for Non-intrusive Appliance Load Monitoring in electricity energy conservation","display_name":"Application of neuro-fuzzy pattern recognition for Non-intrusive Appliance Load Monitoring in electricity energy conservation","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2047279229","doi":"https://doi.org/10.1109/fuzz-ieee.2012.6251160","mag":"2047279229"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2012.6251160","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2012.6251160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/1268627","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043205230","display_name":"Yu\u2010Hsiu Lin","orcid":"https://orcid.org/0000-0002-1407-2262"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yu-Hsiu Lin","raw_affiliation_strings":["Graduate Institute of Mechanical and Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan","Graduate Institute of Mechanical and Electrical Engineering, National Taipei University of Technology, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Mechanical and Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]},{"raw_affiliation_string":"Graduate Institute of Mechanical and Electrical Engineering, National Taipei University of Technology, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026214108","display_name":"Men\u2010Shen Tsai","orcid":"https://orcid.org/0000-0002-6097-4953"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Men-Shen Tsai","raw_affiliation_strings":["Graduate Institute of Mechanical and Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan","[Graduate Inst. of Autom. Technol., Nat. Taipei Univ. of Technol., Taiwan]"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Mechanical and Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I118292597"]},{"raw_affiliation_string":"[Graduate Inst. of Autom. Technol., Nat. Taipei Univ. of Technol., Taiwan]","institution_ids":["https://openalex.org/I118292597"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5043205230"],"corresponding_institution_ids":["https://openalex.org/I118292597"],"apc_list":null,"apc_paid":null,"fwci":0.9971,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.78651074,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.7002716064453125},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.682086706161499},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6243672966957092},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.6006407141685486},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5299341082572937},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5288582444190979},{"id":"https://openalex.org/keywords/energy-conservation","display_name":"Energy conservation","score":0.5225662589073181},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4496477544307709},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.44832271337509155},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.44375625252723694},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4189344048500061},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3555517792701721},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23319745063781738},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09886735677719116},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07971614599227905},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07204070687294006},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06665202975273132}],"concepts":[{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.7002716064453125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.682086706161499},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6243672966957092},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.6006407141685486},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5299341082572937},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5288582444190979},{"id":"https://openalex.org/C520301825","wikidata":"https://www.wikidata.org/wiki/Q380170","display_name":"Energy conservation","level":2,"score":0.5225662589073181},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4496477544307709},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.44832271337509155},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.44375625252723694},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4189344048500061},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3555517792701721},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23319745063781738},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09886735677719116},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07971614599227905},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07204070687294006},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06665202975273132},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz-ieee.2012.6251160","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2012.6251160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:1268627","is_oa":true,"landing_page_url":"https://zenodo.org/record/1268627","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:1268627","is_oa":true,"landing_page_url":"https://zenodo.org/record/1268627","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8199999928474426,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1553483187","https://openalex.org/W1576064560","https://openalex.org/W1900101064","https://openalex.org/W1984387134","https://openalex.org/W1985345651","https://openalex.org/W1995446722","https://openalex.org/W2010314082","https://openalex.org/W2014859876","https://openalex.org/W2051812123","https://openalex.org/W2075901867","https://openalex.org/W2092963989","https://openalex.org/W2101047175","https://openalex.org/W2116977236","https://openalex.org/W2117995571","https://openalex.org/W2143187813","https://openalex.org/W2148938203","https://openalex.org/W2154013842","https://openalex.org/W2165856210","https://openalex.org/W2254485336","https://openalex.org/W6692077946"],"related_works":["https://openalex.org/W1974895211","https://openalex.org/W2352418162","https://openalex.org/W1995684906","https://openalex.org/W4320024898","https://openalex.org/W2028412492","https://openalex.org/W179829755","https://openalex.org/W1660549405","https://openalex.org/W2085905604","https://openalex.org/W2369232549","https://openalex.org/W2281379544"],"abstract_inverted_index":{"Due":[0],"to":[1,12,66,94,114,166],"the":[2,15,18,23,33,38,41,68,97,105,118,121,161,168],"global":[3],"warming":[4],"and":[5,28],"climate":[6],"change,":[7],"it":[8],"is":[9,30,74,82,92,112,164],"very":[10],"important":[11],"effectively":[13],"improve":[14,37],"efficiency":[16,39],"of":[17,26,32,40,71,171],"electricity":[19,42],"energy":[20,43],"consumption.":[21,44],"Monitoring":[22,52],"power":[24],"consumption":[25],"residences":[27],"buildings":[29],"one":[31],"approaches":[34],"that":[35,160],"can":[36],"In":[45,120],"this":[46,85,103],"paper,":[47],"a":[48,57],"Non-Intrusive":[49],"Appliance":[50],"Load":[51],"(NIALM)":[53],"system,":[54,124],"which":[55],"applies":[56],"neuro-fuzzy":[58],"pattern":[59,79],"recognizer":[60],"(NFPR)":[61],"with":[62],"Linguistic":[63],"Hedges":[64],"(LHs)":[65],"recognize":[67],"operation":[69],"status":[70,170],"individual":[72,172],"appliances,":[73],"proposed.":[75],"A":[76],"two-stage":[77],"fuzzy":[78],"recognition":[80,144,151],"process":[81],"presented":[83],"in":[84,100],"paper.":[86],"First,":[87],"Fuzzy":[88],"C-Means":[89],"(FCM)":[90],"clustering":[91],"employed":[93],"coarsely":[95],"estimate":[96],"parameters":[98],"used":[99],"NFPR.":[101],"Following":[102],"stage,":[104],"Scaled":[106],"Conjugate":[107],"Gradient":[108],"(SCG)":[109],"training":[110],"algorithm":[111],"applied":[113],"adaptively":[115],"fine":[116],"tune":[117],"parameters.":[119],"proposed":[122,162],"NIALM":[123],"either":[125],"load":[126,129,143],"energizing":[127],"or":[128],"de-energizing":[130],"transient":[131,138,148],"features":[132],"are":[133],"extracted":[134],"from":[135,154],"an":[136],"acquired":[137],"current":[139],"waveform.":[140],"NFPR":[141],"performs":[142],"based":[145],"on":[146],"these":[147],"features.":[149],"The":[150],"results":[152],"obtained":[153],"different":[155],"real":[156],"experimental":[157],"environments":[158],"confirm":[159],"approach":[163],"able":[165],"identify":[167],"operational":[169],"appliances.":[173]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
